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Technical Committee on Information-Based Induction Sciences and Machine Learning (IBISML) (Searched in: 2010)
Search Results: Keywords 'from:2010-11-04 to:2010-11-04'
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
The Digital Information Yields Human Evolution
-- A Digital Network Mechanism of Automata consisting of Digital Demodulation, Source Coding and Channel Coding. -- Kimiaki Tokumaru (System Engineer)  IBISML2010-60 |
The author visited Cave No.3 of the Klasies River Mouth Caves along the Indian Ocean coast of Eastern Cape Province of R... [more] | IBISML2010-60 pp.1-12 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Methods of Cross-Domain Object Matching Makoto Yamada, Masashi Sugiyama (Tokyo Inst. of Tech.) IBISML2010-61 |
The goal of \emph{cross-domain object matching} (CDOM) is to find correspondence between two sets of objects in differen... [more] | IBISML2010-61 pp.13-18 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Extracting semantic orientations using lexical networks
-- Performance improvement from the viewpoint of statistical mechanics -- Takuma Goto, Yoshiyuki Kabashima, Hiroya Takamura (Tokyo Tech) IBISML2010-62 |
We propose a method for improving the performance of the polarity lexicon extraction based on a spin model. In the schem... [more] | IBISML2010-62 pp.19-25 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Phase Transition Structure in Variational Bayes Learning of Bernoulli Mixture Daisuke Kaji (Tokyo tech), Kazuho Watanabe (NAIST), Sumio Watanabe (Tokyo tech) IBISML2010-63 |
(Advance abstract in Japanese is available) [more] | IBISML2010-63 pp.27-31 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
A Unified Framework of Density Ratio Estimation under Bregman Divergence Masashi Sugiyama (Tokyo Inst. of Tech.), Taiji Suzuki (Univ. of Tokyo), Takafumi Kanamori (Nagoya Univ.) IBISML2010-64 |
Estimation of the ratio of probability densities has attracted a great deal of attention since it can be used for addre... [more] |
IBISML2010-64 pp.33-44 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
A Study of Extracting Personally Meaningful Places from Sparse Location Histories Mori Kurokawa, Hiroyuki Yokoyama (KDDI R&D Labs.), Kazuyoshi Yoshii, Hideki Asoh (AIST) IBISML2010-65 |
(Advance abstract in Japanese is available) [more] | IBISML2010-65 pp.45-49 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Probabilistic Inference by minimizing the TRW Free Energy using CCCP Yu Nishiyama (RIKEN), Xingyao Ye, Alan L. Yuille (UCLA) IBISML2010-66 |
We propose a family of convergent double-loop algorithms which minimize the TRW free energy. These algorithms are based ... [more] | IBISML2010-66 pp.51-58 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Advanced Susceptibility Propagation Muneki Yasuda, Kazuyuki Tanaka (Tohoku Univ.) IBISML2010-67 |
Inferences in Markov random fields are ones of the most important problems in information science. Susceptibility prop... [more] |
IBISML2010-67 pp.59-63 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
An Application of Generalized Linear Model for Recommender System
-- Rating Estimation Based on Main-Effect Model -- Yu Fujimoto (Aoyama Gakuin Univ.) IBISML2010-68 |
Collaborative filtering based on a rating matrix is broadly used in recommender systems. In a practical situation, the m... [more] | IBISML2010-68 pp.65-71 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Boosting for density estimation based on U loss function Osamu Komori (ISM), Kanta Naito (S.U.), Shinto Eguchi (ISM) IBISML2010-69 |
In this paper, we propose a class of methods for density estimation by boosting technique. By the iterative minimization... [more] | IBISML2010-69 pp.73-82 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
A Study on Simultaneous Feature Selection for Cost-Sensitive Classifiers Using Mixed-Norm Regularization Toru Sugiura, Kazuaki Koide, Tatsuya Hongo, Masayuki Karasuyama, Ichiro Takeuchi (NIT) IBISML2010-70 |
Cost-sensitive learning is useful for binary classification when the costs of miss-classifications are not symmetric. I... [more] |
IBISML2010-70 pp.83-90 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Image Segmentation by Region-Based Latent Variables and Belief Propagation Ryota Hasegawa, Seiji Miyoshi (Kansai Univ.), Masato Okada (Univ. of Tokyo) IBISML2010-71 |
To represent edges in image processing based on Bayesian inference, it is very effective to introduce latent variables. ... [more] | IBISML2010-71 pp.91-97 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Efficient Implementation of Greedy Cover Learning by Hyper-Rectangles and Its Classification Performance Evaluation Using Real Data Koji Ouchi, Atsuyoshi Nakamura, Mineichi Kudo (Hokkaido Univ.) IBISML2010-72 |
Blumer et al. showed that the class of concepts represented by finite unions of hyper-rectangles in $d$-dimensional ... [more] |
IBISML2010-72 pp.99-104 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Hierarchical topic trajectory model for video annotation retrieval considering cross-modal co-occurrences Takuho Nakano (Univ. Tokyo), Akisato Kimura, Hirokazu Kameoka (NTT), Shigeki Miyabe, Shigeki Sagayama, Nobutaka Ono (Univ. Tokyo), Kunio Kashino (NTT), Takuya Nishimoto (Univ. Tokyo) IBISML2010-73 |
This paper deals with a problem of ``video annotation retrieval'' that achieves automatic video annotaion (providing rel... [more] | IBISML2010-73 pp.105-112 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Learning Evaluation Functions for Shogi Using SVM-based Bipartite Ranking Learning Daiki Suehiro, Kohei Hatano, Hideo Bannai, Eiji Takimoto, Masayuki Takeda (Kyushu Univ.) IBISML2010-74 |
Recently, automatic optimization of parameters by applying machine learning methods has become a mainstream approach for... [more] | IBISML2010-74 pp.113-118 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Multilayer Sequence Labeling Ai Azuma, Yuji Matsumoto (NAIST) IBISML2010-75 |
Sequence labeling has wide application areas such as natural language processing. In real world tasks, we often need to ... [more] | IBISML2010-75 pp.119-126 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Anomaly Detection of Sequence Data Based on T-information Ulrich Speidel (Univ. of Auckland), Stefan Jan Skudlarek, Hirosuke Yamamoto (Univ. of Tokyo) IBISML2010-76 |
The application of anomaly detection to malfunction and misuse detection is an area of intense research, especially with... [more] | IBISML2010-76 pp.127-134 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Quantum Error Correction with Non-Binary LDPC Codes Kenta Kasai (Tokyo Inst. of Tech.), Manabu Hagiwara (AIST), Hideki Imai (Chuo Univ.), Kohichi Sakaniwa (Tokyo Inst. of Tech.) IBISML2010-77 |
Quantum error correction is used in quantum computing and quantum communications to protect quantum information from qua... [more] | IBISML2010-77 pp.135-145 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
Index Type Full-Text Search Support System Using Self-Organizing Map Takahito Kuniyoshi, Tomoko Ozeki (Tokai Univ.) IBISML2010-78 |
This study is aimed for imprevent of the search efficiency by performing a dynamic classification for matched pages to q... [more] | IBISML2010-78 pp.147-150 |
| IBISML | 2010-11-04 15:00 |
Tokyo | IIS, Univ. of Tokyo | [Poster Presentation]
On regression problem for paths on networks Tsuyoshi Ide (IBM) IBISML2010-79 |
(Advance abstract in Japanese is available) [more] | IBISML2010-79 pp.151-154 |
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